New Orleans (CNN) -- Conservative after conservative took the stage and railed against President Barack Obama at this week's Republican Leadership Conference, a three-day gathering of presidential candidates, party activists and political operatives in New Orleans.

But their sharp attacks were interrupted by stern warnings from party leaders to remain focused on winning in November 2012 instead of becoming preoccupied with ideology, litmus tests or silly distractions.